Callirrhoe is considered a member of the Pasiphae group, a family of Jovian satellites which have similar orbits and are therefore thought to have a common origin.

Most or all of the Pasiphae satellites are thought to have begun as a single asteroid that, after being captured by Jupiter's gravity, suffered a collision which broke off a number of pieces. The bulk of the original asteroid survived as the moon called Pasiphae, and the other pieces became some or all of the other moons in the group.

All of the Pasiphae moons are retrograde, which means that they orbit Jupiter in the opposite direction from the planet's rotation. Their orbits are also eccentric (elliptical rather than circular) and highly inclined with respect to Jupiter's equatorial plane. All of these characteristics support the idea that the Pasiphae satellites began as one or more captured asteroids, rather than forming as part of the original Jupiter system.

Compared to Jupiter's other satellite groups, confidence is lower that all the moons in the Pasiphae group originated in a single collision. This is due to differences in color (varying from red to gray), and differences in orbital eccentricity and inclination among the members of the Pasiphae group. Sinope, in particular, is suspected of starting out as an independent asteroid.

If Sinope does not belong in the Pasiphae group, then the individual moon called Pasiphae retains 99% of the mass of the original asteroid. If Sinope is included, Pasiphae still retains the lion's share: 87% of the original mass. None of the Pasiphae members is massive enough to pull itself into a sphere, so they are probably all irregularly shaped.

Callirrhoe has a mean radius of 4.3 km, assuming an albedo of 0.04. At a mean distance of about 24.1 million km from Jupiter, the satellite takes about 759 Earth days to complete one orbit.

Discovery:
Callirrhoe was discovered 19 October 1999 via the 36-inch telescope on Kitt Peak, in the course of observations by the Spacewatch program of the University of Arizona. It was initially thought to be an asteroid, but calculations of its orbit by the Minor Planet Center at the Smithsonian Astrophysical Observatory revealed it to be a satellite of Jupiter. Credit for the discovery has been given to Jim V. Scotti, Timothy B. Spahr, Robert S. McMillan, Jeffrey A. Larsen, Joe Montani, Arianna E. Gleason, and Tom Gehrels.

How Callirrhoe Got its Name:
This object was originally called asteroid 1999 UX18 and then renamed S/1999 J1 upon discovery that it is a satellite of Jupiter. Ultimately, it was named "Callirrhoe" after the daughter of the river god, Achelous, who persuaded Zeus (the Greek equivalent of the Roman god Jupiter) to instantly change her young sons into grown men so they could avenge the murder of their father.

A name ending in "e" was chosen for this moon in accordance with the International Astronomical Union's policy for designating outer moons with retrograde orbits.